| Data-driven Control of T-Product-based Dynamical Systems | Feb 20, 2025 | Model Predictive Control | CodeCode Available | 0 | 5 |
| Convex neural network synthesis for robustness in the 1-norm | May 29, 2024 | Model Predictive ControlNavigate | CodeCode Available | 0 | 5 |
| Actively Learning Reinforcement Learning: A Stochastic Optimal Control Approach | Sep 18, 2023 | Model Predictive Controlreinforcement-learning | CodeCode Available | 0 | 5 |
| A Neural-Network-Based Model Predictive Control of Three-Phase Inverter With an Output LC Filter | Feb 22, 2019 | Model Predictive Control | CodeCode Available | 0 | 5 |
| Configuration-Constrained Tube MPC for Tracking | May 6, 2024 | Model Predictive Control | CodeCode Available | 0 | 5 |
| Conformal Data-driven Control of Stochastic Multi-Agent Systems under Collaborative Signal Temporal Logic Specifications | Apr 6, 2025 | Conformal PredictionModel Predictive Control | CodeCode Available | 0 | 5 |
| Model-based Reinforcement Learning for Continuous Control with Posterior Sampling | Nov 20, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Cautious NMPC with Gaussian Process Dynamics for Autonomous Miniature Race Cars | Nov 17, 2017 | Model Predictive Control | —Unverified | 0 | 0 |
| Cautious Bayesian MPC: Regret Analysis and Bounds on the Number of Unsafe Learning Episodes | Jun 5, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Causal Tracking of Distributions in Wasserstein Space: A Model Predictive Control Scheme | Mar 23, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Causal, Stochastic MPC for Wave Energy Converters | May 6, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| An Efficient Resilient MPC Scheme via Constraint Tightening against Cyberattacks: Application to Vehicle Cruise Control | Oct 12, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Case Studies for Computing Density of Reachable States for Safe Autonomous Motion Planning | Sep 16, 2022 | Autonomous DrivingDensity Estimation | —Unverified | 0 | 0 |
| An Edge Architecture Oriented Model Predictive Control Scheme for an Autonomous UAV Mission | Sep 17, 2022 | Cloud ComputingEdge-computing | —Unverified | 0 | 0 |
| Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation | Oct 11, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Bridging the Sim-to-real Gap: A Control Framework for Imitation Learning of Model Predictive Control | Mar 25, 2025 | Imitation LearningModel Predictive Control | —Unverified | 0 | 0 |
| An Economic Model Predictive Control Approach for Load Mitigation on Multiple Tower Locations of Wind Turbines | Sep 29, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| A deterministic view on explicit data-driven (M)PC | Jun 14, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model Predictive Control | Oct 23, 2022 | Active LearningModel Predictive Control | —Unverified | 0 | 0 |
| Bridging Model-based Safety and Model-free Reinforcement Learning through System Identification of Low Dimensional Linear Models | May 11, 2022 | Autonomous Navigationmodel | —Unverified | 0 | 0 |
| An Automatic Tuning MPC with Application to Ecological Cruise Control | Sep 17, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Bounding the difference between model predictive control and neural networks | Apr 13, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Boundary Control of Traffic Congestion Modeled as a Non-stationary Stochastic Process | Mar 26, 2021 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| A Proximal-Point Lagrangian Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control | Jun 21, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| A Data-Efficient Approach to Precise and Controlled Pushing | Jul 26, 2018 | FrictionModel Predictive Control | —Unverified | 0 | 0 |